A cognitive layer architecture to support large-language model performance in psychotherapy interactions

A Nature study reports that AI chatbots with specialized 'cognitive layer architecture' outperformed both basic chatbots AND human therapists in treating depression and anxiety. This raises serious concerns about AI replacing human mental health professionals without proper oversight, the ethics of using vulnerable patients as test subjects, and potential medicalization of AI therapy without understanding long-term psychological effects or failure modes.